Investigation of an on-line rotor resistance identification with a new stator resistance observer for induction motor drive using artificial neural networks

PESC Record - IEEE Annual Power Electronics Specialists Conference

Volumn 4, Issue , 2003, Pages 1883-1888

  Karanayil, B ^a   Rahman, M F ^a   Grantham, C ^a  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ELECTRIC DRIVES; NEURAL NETWORKS; STATORS;

VECTOR CONTROLLED DRIVES;

INDUCTION MOTORS;

EID: 0042155749     PISSN: 02759306     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. R. Krishnan and A. S. Bharadwaj, "A review of parameter sensitivity and adaptation in indirect vector controlled induction motor drive systems," IEEE Transactions on Power Electronics, vol.6, No. 4, pp.623-635, Oct 1991.
2. T. Rowan, R. Kerkman and D. Leggate, "A simple on-line adaptation for indirect field orientation of an induction machine," IEEE Transactions on Industry Applications, vol.37, pp.720-727, July / Aug.1991.
3. R. Marino, S. Peresada and P. Tomei, "On-Line Stator and Rotor Resistance Estimation for Induction Motors," IEEE Transactions on Control Systems Technology, vol.8, No.3, pp 570-579, May 2000.
4. Byeong-Seok Lee, R. Krishnan, "Adaptive stator resistance compensator for high performance direct torque controlled induction motor drives," Industry Applications Conference 1998, Thirty-Third IEEE IAS Annual Meeting, vol. 1, 1998, pp.423-430.
5. L. Ben-Brahim, R. Kurosawa, "Identification of Induction Motor Speed using Neural Networks," Power Conversion Conference, Yokohama, Conference Record, April 1993, pp. 689 - 694.
6. D.L. Sobczuk, P.Z. Grabowski, "DSP implementation of neural network speed estimator for inverter fed induction motor," IEEE Industrial Electronics Society, 1998. Proceedings of the 24th Annual Conference of the IEEE IECON '98, Volume 2, pp. 981-985.